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First-Order Probabilistic Languages: Into the Unknown

First-Order Probabilistic Languages: Into the Unknown. Stuart Russell and Brian Milch UC Berkeley. Outline. Background and Motivation Why we need more expressive formal languages for probability Why unknown worlds matter Technical development Relational models with known skeleton

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First-Order Probabilistic Languages: Into the Unknown